Finance Experts - Company Analysis (AI Training)
About the role
🏢 About Vetto
Vetto is a global platform that connects top-tier professionals to strategic Artificial Intelligence projects around the world. Our mission is to build trust, quality, and long-term value within the AI ecosystem, for both exceptional talent and companies operating at the forefront of technology.
📖 About the project
We’re recruiting finance experts with strong experience in company analysis, valuation, and corporate finance to help improve how AI systems analyze businesses.
In this project, you will build structured materials that identify a relevant set of comparable companies for a given target business, along with the reasoning behind each selection. The goal is not only to choose peers, but also to explain clearly why those companies are the most appropriate comparables based on factors such as business model, industry dynamics, size, geography, growth profile, margins, and strategic positioning.
You will review company characteristics, assess comparability, and articulate the financial and strategic logic that supports a strong peer group selection. This work is designed to help train AI models on how finance professionals think through comparables analysis in real-world valuation workflows.
Your role is not to execute live transactions or produce traditional client-facing investment materials. Instead, you will apply your finance expertise to help train AI systems to make more rigorous and well-justified decisions in company analysis and valuation.
👤 Who can apply
- Equity Research professionals
- Investment Banking professionals
- M&A professionals
- Investment professionals with hands-on company analysis experience
- Professionals with strong experience in DCF, valuation, and spreadsheet-based financial analysis
🧩 Selection
In this application, you will answer questions following the instructions below. If selected, you will be invited to the next onboarding step for the project.
‼️ AI is not allowed. If we spot AI use, we’ll block the application.
⚠️ This application form must be completed entirely in English.
💰 Compensation
Compensation details will be shared with selected candidates during onboarding. Payment will be based on completed task packages.
🤑 Refer People -> Earn Money
If you’d like to refer someone, you may be eligible for referral rewards for each approved candidate.
To participate, go to the Opportunities page on the platform and use your personal referral link.
Make sure applications are submitted before the referral deadline to be eligible for referral rewards.
From Vetto's job posting, checked Oct 18, 2026.
The application
Your details and CV, then 17 questions (7 written).
- 1.Country you are living right nowShort answer
- 2.What is your expected weekly availability for this project?Pick one: Less than 10 hours · 10-19 hours · 20-29 hours · 30+ hours
- 3.How would you rate your English proficiency?Pick one
- 4.How frequently do you currently use AI tools in your professional or analytical work?Pick one: Hardly ever · Monthly · Weekly · Daily
- 5.Which background is closest to your most relevant experience?Pick one (12 options)
- 6.How many years of relevant experience do you have in finance, valuation, or company analysis?Pick one: Less than 1 year · 1-2 years · 3-4 years · 5-7 years · 8+ years
- 7.In which financial markets do you have experience?Pick one: Brazilian Market · European Market · American Market · Asian Market · Other / Global
- 8.Which GICS sector (Global Industry Classification Standard) best describes your area of experience in financial analysis or modeling?Pick any (12 options)
- 9.Which parts of a valuation model have you personally worked on?Pick one (11 options)
- 10.During the last 12 months, approximately how many times have you personally built, updated, or worked directly on a company valuation or financial model - including DCF models, integrated valuation models, or structured company analysis - aPick one
- 11.Describe one case in which a valuation, model, or investment view looked reasonable at first, but a deeper review revealed a key flaw or weak assumption.Written answer
- 12.A company shows strong recent revenue growth, but its operating margins are declining, working capital needs are increasing, and free cash flow is consistently below net income. What would you investigate first, and why?Written answer
- 13.CUSTOM_INTEGRATION_QUESTION__EDUCATIONSWritten answer · optional
- 14.CUSTOM_INTEGRATION_QUESTION__SKILLSWritten answer · optional
- 15.CUSTOM_INTEGRATION_QUESTION__AI_FLUENCYWritten answer · optional
- 16.CUSTOM_INTEGRATION_QUESTION__EMPLOYMENTSWritten answer · optional
- 17.CUSTOM_INTEGRATION_QUESTION__AREA_AND_SPECIALIZATIONWritten answer · optional
From Vetto's apply page, checked Oct 15, 2026.
About Vetto
A Brazilian-founded expert network that pays professionals per approved task to review and write AI training data.
How it pays: Weekly, on Fridays, by bank transfer (PIX in Brazil, IBAN or a local bank account elsewhere) after an identity check, converted from US dollars to your currency; a W-8BEN or W-9 tax form is required.
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